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Social Dynamics as Critical Vulnerabilities that Undermine Objective Decision-Making in LLM Collectives

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学术前沿 6.4 分 — 有一定参考价值的AI研究论文
原文: cs.AI updates on arXiv.org

评分 6.4 · 来源:cs.AI updates on arXiv.org · 发布于 2026-04-08

评分依据:有一定参考价值的AI研究论文

arXiv:2604.06091v1 Announce Type: cross Abstract: Large language model (LLM) agents are increasingly acting as human delegates in multi-agent environments, where a representative agent integrates diverse peer perspectives to make a final decision. Drawing inspiration from social psychology, we investigate how the reliability of this representative agent is undermined by the social context of its network. We define four key phenomena-social conformity, perceived expertise, dominant speaker effect, and rhetorical persuasion-and systematically manipulate the number of adversaries, relative intell


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